交叉验证
#42
宋
宋禹辰
学历-经验时间线
gap_years
2
timeline_ok
是
graduation_year
2019
years_experience
5
estimated_work_start
2021
expected_graduation_start
2041
技能-项目一致性
得分
23
声称技能 (25)
Linux
C
C++
C++11
STL
设计模式
工厂模式
gdb
perf
trace
perfetto
stackdump
性能优化
CPU优化
内存优化
Qt
线程池
MySQL
槽函数
网络编程
TCP
IP
UDP
socket
HTTP
项目中验证 (3)
C
CICD
STL
仅在摘要中 (6)
Linux
C
C++
Qt
网络编程
CICD
无证据 (15)
C++11
STL
设计模式
工厂模式
gdb
perf
trace
perfetto
stackdump
性能优化
CPU优化
内存优化
线程池
MySQL
槽函数
矛盾/可疑信号
skill_project_gap
high
33/39 个声称技能在项目和摘要中均无体现: ['C++11', 'STL', '设计模式', '工厂模式', 'gdb', 'perf', 'trace', 'perfetto']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2019年，经验5.0年，推算开始工作年份与预期毕业年份偏差2年
建议：核实是否有中断、转行或教育经历不完整
skill_platform_contradiction
high
技能/项目经历中平台技术栈与岗位Linux要求不匹配
建议：需面试确认是否有 Linux 经验
技能水平矛盾
Linux
medium
声称：技能列表中声称
证据：项目经历中没有提及 Linux 相关开发
完整原始数据
{
"id": 42,
"mysql_resume_id": 87,
"screening_id": 42,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"Linux",
"C",
"C++",
"C++11",
"STL",
"设计模式",
"工厂模式",
"gdb",
"perf",
"trace",
"perfetto",
"stackdump",
"性能优化",
"CPU优化",
"内存优化",
"Qt",
"线程池",
"MySQL",
"槽函数",
"网络编程",
"TCP",
"IP",
"UDP",
"socket",
"HTTP"
],
"consistency_score": 23,
"skills_in_summary_only": [
"Linux",
"C",
"C++",
"Qt",
"网络编程",
"CICD"
],
"skills_without_evidence": [
"C++11",
"STL",
"设计模式",
"工厂模式",
"gdb",
"perf",
"trace",
"perfetto",
"stackdump",
"性能优化",
"CPU优化",
"内存优化",
"线程池",
"MySQL",
"槽函数"
],
"skills_verified_in_projects": [
"C",
"CICD",
"STL"
]
},
"education_timeline": {
"gap_years": 2,
"timeline_ok": true,
"graduation_year": 2019,
"years_experience": 5,
"estimated_work_start": 2021,
"expected_graduation_start": 2041
},
"salary_location_check": null,
"skill_level_contradictions": [
{
"skill": "Linux",
"claimed": "技能列表中声称",
"project_evidence": "项目经历中没有提及 Linux 相关开发",
"contradiction_severity": "medium"
}
],
"overall_consistency": 23,
"flags": [
{
"type": "skill_project_gap",
"detail": "33\/39 个声称技能在项目和摘要中均无体现: ['C++11', 'STL', '设计模式', '工厂模式', 'gdb', 'perf', 'trace', 'perfetto']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2019年，经验5.0年，推算开始工作年份与预期毕业年份偏差2年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
},
{
"type": "skill_platform_contradiction",
"detail": "技能\/项目经历中平台技术栈与岗位Linux要求不匹配",
"severity": "high",
"suggested_check": "需面试确认是否有 Linux 经验"
}
],
"created_at": "2026-06-29T10:06:28.000000Z",
"resume": {
"id": 87,
"resource_id": 87,
"source_text_sha256": "f12ffd8d32c686436f193ac65ed3bf59784c2bb7307e6174b9bdd902ebe01643",
"target_role": "C++",
"candidate_name": "宋禹辰",
"age": null,
"phone": "18246924665",
"email": "15021049141@163.com",
"wechat": "",
"location": "",
"highest_degree": "硕士",
"school": "东北石油大学",
"major": "控制科学与工程",
"graduation_year": 2019,
"years_experience": 5,
"current_company": "京地平线有限公司",
"current_title": "ADAS集成工程师",
"skills_json": [
"Linux",
"C",
"C++",
"C++11",
"STL",
"设计模式",
"工厂模式",
"gdb",
"perf",
"trace",
"perfetto",
"stackdump",
"性能优化",
"CPU优化",
"内存优化",
"Qt",
"线程池",
"MySQL",
"槽函数",
"网络编程",
"TCP",
"IP",
"UDP",
"socket",
"HTTP",
"S架构",
"ZeroMQ",
"libprotobuf",
"PLC接口",
"MES接口",
"SVN",
"Git",
"Docker",
"Gerit",
"Jira",
"Gallery",
"CICD",
"pipeline",
"cmake"
],
"summary": "宋禹辰，硕士毕业于东北石油大学控制科学与工程专业，本科为上海应用技术大学自动化专业。2019年7月起从事软件相关工作，经历嵌入式软件工程师、系统集成工程师、ADAS集成工程师岗位。具备Linux下C\/C++、Qt、网络编程、调试工具、CICD、脚本编译打包等经验，参与自动驾驶、机器人、车机及嵌入式相关项目。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/d537e3092675bcc9_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/d537e3092675bcc9_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T08:00:43.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 42,
"mysql_resume_id": 87,
"candidate_name": "宋禹辰",
"age": null,
"highest_degree": "硕士",
"school": "东北石油大学",
"years_experience": 5,
"location": "",
"current_company": "京地平线有限公司",
"skills": [
"Linux",
"C",
"C++",
"C++11",
"STL",
"设计模式",
"工厂模式",
"gdb",
"perf",
"trace",
"perfetto",
"stackdump",
"性能优化",
"CPU优化",
"内存优化",
"Qt",
"线程池",
"MySQL",
"槽函数",
"网络编程",
"TCP",
"IP",
"UDP",
"socket",
"HTTP"
],
"parse_quality_score": 80,
"parser_version": "resume-parser-v1.1+codex",
"llm_enhanced": true,
"check_education": {
"label": "学历",
"detail": "学历要求≥本科",
"matched": true,
"evidence": "硕士",
"severity": "must"
},
"check_experience": {
"label": "经验年限",
"detail": "要求≥3.0年，实际5.0年",
"matched": true,
"evidence": "5.0年",
"severity": "must"
},
"check_core_skill_linux": {
"label": "核心技能",
"detail": "核心技能：精通Linux开发环境",
"matched": true,
"evidence": "命中关键词(3\/5): linux, gdb, cmake",
"severity": "must"
},
"bonus_arm": {
"label": "加分项",
"detail": "加分项：ARM架构经验",
"matched": true,
"evidence": "命中: 嵌入式",
"severity": "bonus"
},
"bonus_image": {
"label": "加分项",
"detail": "加分项：图像处理\/计算机视觉",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"bonus_driver": {
"label": "加分项",
"detail": "加分项：驱动开发经验",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"redline_education": "pass",
"redline_experience": "pass",
"redline_linux": "pass",
"redline_location": "unknown",
"redline_single_day_off": "pending_interview",
"match_score": 60,
"hard_all_pass": true,
"bonus_hit_count": 1,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "33\/39 个声称技能在项目和摘要中均无体现: ['C++11', 'STL', '设计模式', '工厂模式', 'gdb', 'perf', 'trace', 'perfetto']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2019年，经验5.0年，推算开始工作年份与预期毕业年份偏差2年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
},
{
"type": "skill_platform_contradiction",
"detail": "技能\/项目经历中平台技术栈与岗位Linux要求不匹配",
"severity": "high",
"suggested_check": "需面试确认是否有 Linux 经验"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 2,
"timeline_ok": true,
"graduation_year": 2019,
"years_experience": 5,
"estimated_work_start": 2021,
"expected_graduation_start": 2041
},
"overall_consistency": 23,
"skill_contradictions": [
{
"skill": "Linux",
"claimed": "技能列表中声称",
"project_evidence": "项目经历中没有提及 Linux 相关开发",
"contradiction_severity": "medium"
}
],
"field_completeness_pct": 80,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"Linux",
"C",
"C++",
"C++11",
"STL",
"设计模式",
"工厂模式",
"gdb",
"perf",
"trace",
"perfetto",
"stackdump",
"性能优化",
"CPU优化",
"内存优化",
"Qt",
"线程池",
"MySQL",
"槽函数",
"网络编程",
"TCP",
"IP",
"UDP",
"socket",
"HTTP"
],
"consistency_score": 23,
"skills_in_summary_only": [
"Linux",
"C",
"C++",
"Qt",
"网络编程",
"CICD"
],
"skills_without_evidence": [
"C++11",
"STL",
"设计模式",
"工厂模式",
"gdb",
"perf",
"trace",
"perfetto",
"stackdump",
"性能优化",
"CPU优化",
"内存优化",
"线程池",
"MySQL",
"槽函数"
],
"skills_verified_in_projects": [
"C",
"CICD",
"STL"
]
}
},
"screening_verdict": "pending",
"screening_summary": "硬性条件通过但匹配度偏低(60%)，需人工判断",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-29T10:06:28.000000Z",
"updated_at": "2026-06-29T10:43:04.000000Z",
"overall_score": "{\"composite\": 72.0, \"stability\": 60, \"pace_match\": 66, \"tech_power\": 80, \"salary_match\": 80, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"stability_concern\", \"detail\": \"稳定性偏低(评分60\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 60, \"weight\": 0.25, \"rationale\": \"基于5.0年经验 + 公司判断 + 离职信号\", \"confidence\": \"medium\", \"confidence_note\": \"真正稳定性需面试确认职业规划和跳槽原因\"}, \"pace_match\": {\"score\": 66, \"weight\": 0.2, \"rationale\": \"地点: 未知 + 普通 + 5.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 80, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 5.0年\", \"Linux: 通过\", \"加分: 1\/3\", \"交叉验证一致性: 23%\"], \"rationale\": \"硬性条件匹配 + 经验5.0年 + 3个项目 + 一致性23%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 80, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据5.0年经验+学校+公司+城市推断\", \"confidence\": \"low\"}, \"communication\": {\"score\": 75, \"weight\": 0.05, \"rationale\": \"基于简历文本完整度和结构化程度的代理评估，非真实沟通能力\", \"confidence\": \"low\", \"confidence_note\": \"无法从简历评估真实沟通能力，需技术面验证\"}}"
}
}